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nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt

Summary

Maintainability
F
2 wks
Test Coverage

Method importGraph has a Cognitive Complexity of 359 (exceeds 20 allowed). Consider refactoring.
Open

    /**
     * Import a Graph based on a {@link IRGraph} model from a GraphDef, with optional import overrides
     *
     * @param irGraph       IRGraph reflecting the needed model import
     * @param importOverride Optional import override for specific ops, keyed by op name
Severity: Minor
Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 1 wk to fix

Cognitive Complexity

Cognitive Complexity is a measure of how difficult a unit of code is to intuitively understand. Unlike Cyclomatic Complexity, which determines how difficult your code will be to test, Cognitive Complexity tells you how difficult your code will be to read and comprehend.

A method's cognitive complexity is based on a few simple rules:

  • Code is not considered more complex when it uses shorthand that the language provides for collapsing multiple statements into one
  • Code is considered more complex for each "break in the linear flow of the code"
  • Code is considered more complex when "flow breaking structures are nested"

Further reading

Method importGraph has 527 lines of code (exceeds 25 allowed). Consider refactoring.
Open

    /**
     * Import a Graph based on a {@link IRGraph} model from a GraphDef, with optional import overrides
     *
     * @param irGraph       IRGraph reflecting the needed model import
     * @param importOverride Optional import override for specific ops, keyed by op name
Severity: Major
Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 2 days to fix

    File ImportGraph.kt has 700 lines of code (exceeds 250 allowed). Consider refactoring.
    Open

    /*
 *  ******************************************************************************
 *  *
 *  *
 *  * This program and the accompanying materials are made available under the
    Severity: Major
    Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 1 day to fix

      Method importInfoForEachNodeInGraph has 33 lines of code (exceeds 25 allowed). Consider refactoring.
      Open

          fun <GRAPH_TYPE: GeneratedMessageV3,
            NODE_TYPE: GeneratedMessageV3,
            OP_DEF_TYPE: GeneratedMessageV3,
            TENSOR_TYPE: GeneratedMessageV3,
            ATTRIBUTE_TYPE: GeneratedMessageV3,
      Severity: Minor
      Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 1 hr to fix

        Method createFuncAndContext has 28 lines of code (exceeds 25 allowed). Consider refactoring.
        Open

            fun createFuncAndContext(opName: String,
                             irGraph: IRGraph<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>,
                             opMappingRegistry: OpMappingRegistry<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, DATA_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE>,
                             sameDiff: SameDiff,
                             nodeName: String,
        Severity: Minor
        Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 1 hr to fix

          Avoid deeply nested control flow statements.
          Open

                                  if (inName.endsWith(":0")) {
                            //Strip ":0" suffix. Some ops can depend on placeholders, like "image_tensor:0" but in SameDiff this is a variable called "image_tensor"
                            inName = inName.substring(0, inName.length - 2)
                        }
          Severity: Major
          Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

            Avoid deeply nested control flow statements.
            Open

                                                if(outVars[i]!!.variable == null)
                                        outVars[i]!!.variable = outSDVars[i]
            Severity: Major
            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

              Avoid deeply nested control flow statements.
              Open

                                                      for(i in numInputsToTake until numInputs) {
                                            if(sd.hasVariable(nd.inputAt(i))) {
                                                val currInputVar = sd.variables[nd.inputAt(i)]!!
                                                currInputVar.inputsForOp.remove(op.name)
                                            }
              Severity: Major
              Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                Avoid deeply nested control flow statements.
                Open

                                        if (!sd.hasVariable(inName) && !skipCase && !irGraph.hasConstantInitializer(inName) && !irGraph.hasConstantInitializer(inName)) {
//                            log.info("Not found: {} for op {}", inName, nextOpDef.getName());
                            allAlreadyInGraph = false
                            break
                        } else if (!isControlDep(s)) {
                Severity: Major
                Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                  Method createFuncAndContext has 6 arguments (exceeds 4 allowed). Consider refactoring.
                  Open

                      fun createFuncAndContext(opName: String,
                             irGraph: IRGraph<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>,
                             opMappingRegistry: OpMappingRegistry<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, DATA_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE>,
                             sameDiff: SameDiff,
                             nodeName: String,
                  Severity: Minor
                  Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                    Avoid deeply nested control flow statements.
                    Open

                                            if (sd.ops.containsKey(nextOp) || opSet.contains(importInfoForNode!!.first.nd4jOpName())) {
                            //Already processed this.
                            //Almost certainly the close of a loop - like NextIteration -> Merge case
                            continue
                        }
                    Severity: Major
                    Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                      Avoid deeply nested control flow statements.
                      Open

                                                          if(outVars[i]!!.outputOfOp == null) {
                                        outVars[i]!!.outputOfOp = name
                                    }
                      Severity: Major
                      Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                        Avoid deeply nested control flow statements.
                        Open

                                                if (!availableToAddSet.contains(nextOp)) {
                            //Avoid processing same op multiple times, for repeated inputs to one op, etc
                            availableToAdd.add(nextOpDef)
                            logger.debug {"Added ${nextOpDef.nodeName()}" }
                            availableToAddSet.add(nextOp)
                        Severity: Major
                        Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 45 mins to fix

                          Method importGraph has 5 arguments (exceeds 4 allowed). Consider refactoring.
                          Open

                              fun importGraph(irGraph: IRGraph<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>,
                    importOverride: Map<String?, ImportRunner<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>?>?,
                    opFilter: OpImportFilter<GRAPH_TYPE, NODE_TYPE, ATTR_VALUE_TYPE>?,
                    dynamicVariables: MutableMap<String, TENSOR_TYPE> = HashMap(),
                    opMappingRegistry:
                          Severity: Minor
                          Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt - About 35 mins to fix

                            Identical blocks of code found in 2 locations. Consider refactoring.
                            Open

                                    val ret = HashMap<String,Pair<MappingContext<GRAPH_TYPE,
                NODE_TYPE, OP_DEF_TYPE,
                TENSOR_TYPE, ATTRIBUTE_TYPE, ATTRIBUTE_VALUE_TYPE,
                DATA_TYPE>,OpNamespace.OpDescriptor>>()
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRFunctions.kt on lines 44..47

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 135.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 3 locations. Consider refactoring.
                            Open

                                        :  Map<String,Pair<MappingContext<GRAPH_TYPE,
            NODE_TYPE, OP_DEF_TYPE,
            TENSOR_TYPE, ATTRIBUTE_TYPE, ATTRIBUTE_VALUE_TYPE,
            DATA_TYPE>,OpNamespace.OpDescriptor>> {
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 2 other locations - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRFunctions.kt on lines 37..40
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRGraph.kt on lines 40..40

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 131.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 2 locations. Consider refactoring.
                            Open

                                        DATA_TYPE : ProtocolMessageEnum> importInfoForEachNodeInGraph (
        graph: IRGraph<GRAPH_TYPE, NODE_TYPE, OP_DEF_TYPE, TENSOR_TYPE, ATTRIBUTE_TYPE, ATTRIBUTE_VALUE_TYPE, DATA_TYPE>,
        dynamicVariables: MutableMap<String, TENSOR_TYPE>)
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRFunctions.kt on lines 34..36

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 119.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 2 locations. Consider refactoring.
                            Open

                                    val nodeNameToFuncContext = HashMap<String,FuncContextResult<GRAPH_TYPE,NODE_TYPE,OP_DEF_TYPE,TENSOR_TYPE,ATTR_DEF_TYPE,ATTR_VALUE_TYPE,DATA_TYPE>>()
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/registry/OpMappingRegistry.kt on lines 50..51

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 96.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 3 locations. Consider refactoring.
                            Open

                                        if (op.controlDepFor != null && op.controlDepFor.contains(oldName)) {
                op.controlDepFor[op.controlDepFor.indexOf(oldName)] = realName
            }
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 2 other locations - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 974..976
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 982..984

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 94.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 3 locations. Consider refactoring.
                            Open

                                        if (op.inputsToOp != null && op.inputsToOp.contains(oldName)) {
                op.inputsToOp[op.inputsToOp.indexOf(oldName)] = realName
            }
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 2 other locations - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 978..980
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 982..984

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 94.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 3 locations. Consider refactoring.
                            Open

                                        if (op.controlDeps != null && op.controlDeps.contains(oldName)) {
                op.controlDeps[op.controlDeps.indexOf(oldName)] = realName
            }
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 2 other locations - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 974..976
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 978..980

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 94.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 2 locations. Consider refactoring.
                            Open

                                    val dfInstance = if( DifferentialFunctionClassHolder.getInstance()
                .hasName(nd4jOpName)) DifferentialFunctionClassHolder
            .getInstance()
            .getInstance(nd4jOpName)
        else DynamicCustomOp.builder(nd4jOpName).build()
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 787..789

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 90.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 2 locations. Consider refactoring.
                            Open

                                                val dfInstance = if( DifferentialFunctionClassHolder.getInstance()
                            .hasName(opName)) DifferentialFunctionClassHolder.getInstance().getInstance(opName)
                    else DynamicCustomOp.builder(opName).build()
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 1 hr to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 173..177

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 90.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 3 locations. Consider refactoring.
                            Open

                                /**
     * @return The specified name without the leading "^" character (if any) that appears for control dependencies
     */
    fun stripControl(name: String): String {
        return if (name.startsWith("^")) {
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 2 other locations - About 50 mins to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/IRProtobufExtensions.kt on lines 655..662
                            nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/ir/TensorflowIR.kt on lines 157..164

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 79.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 2 locations. Consider refactoring.
                            Open

                                        val mappingContext = graph.createMappingContext(
                opDef = opDefLookup,
                node = graph.nodeByName(node.nodeName()),
                dynamicVariables = dynamicVariables
            )
                            Severity: Minor
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 45 mins to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRFunctions.kt on lines 64..68

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 74.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 5 locations. Consider refactoring.
                            Open

                                    val availableToAdd: Queue<IRNode<NODE_TYPE, TENSOR_TYPE, ATTR_DEF_TYPE, ATTR_VALUE_TYPE, DATA_TYPE>> = LinkedList()
                            Severity: Major
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 4 other locations - About 45 mins to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRGraph.kt on lines 57..57
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRGraph.kt on lines 84..84
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ir/IRGraph.kt on lines 86..86
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/reflect/ImportReflectionCache.kt on lines 44..45

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 73.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 2 locations. Consider refactoring.
                            Open

                                                    if (inName.endsWith(":0")) {
                            //Strip ":0" suffix. Some ops can depend on placeholders, like "image_tensor:0" but in SameDiff this is a variable called "image_tensor"
                            inName = inName.substring(0, inName.length - 2)
                        }
                            Severity: Minor
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 40 mins to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 493..496

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 72.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Identical blocks of code found in 2 locations. Consider refactoring.
                            Open

                                                        if (inName.endsWith(":0")) {
                                //Strip ":0" suffix. Some ops can depend on placeholders, like "image_tensor:0" but in SameDiff this is a variable called "image_tensor"
                                inName = inName.substring(0, inName.length - 2)
                            }
                            Severity: Minor
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 40 mins to fix
                            nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt on lines 862..865

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 72.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

                            Similar blocks of code found in 2 locations. Consider refactoring.
                            Open

                                                val opInputs = opDescriptor.argDescriptorList.filter { argDescriptor -> argDescriptor.argType == OpNamespace.ArgDescriptor.ArgType.INPUT_TENSOR }
                            Severity: Minor
                            Found in nd4j/samediff-import/samediff-import-api/src/main/kotlin/org/nd4j/samediff/frameworkimport/ImportGraph.kt and 1 other location - About 35 mins to fix
                            nd4j/samediff-import/samediff-import-tensorflow/src/main/kotlin/org/nd4j/samediff/frameworkimport/tensorflow/ir/TensorflowIRNode.kt on lines 181..181

                            Duplicated Code

                            Duplicated code can lead to software that is hard to understand and difficult to change. The Don't Repeat Yourself (DRY) principle states:

                            Every piece of knowledge must have a single, unambiguous, authoritative representation within a system.

                            When you violate DRY, bugs and maintenance problems are sure to follow. Duplicated code has a tendency to both continue to replicate and also to diverge (leaving bugs as two similar implementations differ in subtle ways).

                            Tuning

                            This issue has a mass of 65.

                            We set useful threshold defaults for the languages we support but you may want to adjust these settings based on your project guidelines.

                            The threshold configuration represents the minimum mass a code block must have to be analyzed for duplication. The lower the threshold, the more fine-grained the comparison.

                            If the engine is too easily reporting duplication, try raising the threshold. If you suspect that the engine isn't catching enough duplication, try lowering the threshold. The best setting tends to differ from language to language.

                            See codeclimate-duplication's documentation for more information about tuning the mass threshold in your .codeclimate.yml.

                            Refactorings

                            Further Reading

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